The Dutchman won the Premier League Golden Boot in his first season at Stamford Bridge, scoring 23 goals in 2000/01.
He went on to match that tally the following campaign, scoring a perfect hat-trick against Tottenham Hotspur in the process.
Hasselbaink scored with his left and right foot in that 4-0 derby win, each time from outside the box, while also leaping high to head past Neil Sullivan.
Choose your favourite
His stunning treble is surely a contender for the Premier League's best ever perfect hat-trick. But which do you think is the most impressive?
We have chosen six contenders in the video above, and you can pick your favourite below.
That was the 35th occasion in the Premier League that a player scored with his left foot, right foot and head in a match, and the 28th time it was done without a penalty, including Hasselbaink's feat.